Agent Studio
Governance from the start
Build and manage domain-specific agents with policy-aligned templates, identity and scope controls, human-in-the-loop design, and full lifecycle management. Governance is built in at creation—not added later.
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BMC helps enterprises move from fragmented AI pilots to governed, production-ready agentic operations—with runtime control, observability, and multi-agent orchestration built in.
Agentic Orchestration
Every agent operates within defined policies—enforced automatically, not left to developers.
Every action, model call, and tool use is tracked, auditable, and recoverable.
Agents are catalogued, versioned, and discoverable—not rebuilt from scratch every time.
Control-M already runs the world's most critical workloads. Now it runs your agents.
Agentic orchestration coordinates AI agents across systems, teams, and domains—with governance, observability, and recovery built in. Without it, agents remain isolated experiments. With it, they become production-ready operating components.
The platform enterprises already trust, extended to agents.
Control-M manages mission-critical dependencies across enterprise workflows. It enforces SLAs, retries, recovery, and observability at production scale. It operates across on-premises, cloud, and hybrid environments.
That operational discipline is what makes the BMC platform story credible—not speculative.
Control-M creates agents with governance, identity, scope, and guardrails defined from the start.
Control-M routes all activity through a single, secure runtime and coordinates agents across domains, systems, and workflows with structured delegation and event-driven execution.
Control-M tracks actions, tool use, model calls, costs, SLAs, and outcomes with full auditability and recovery logic.
Control-M enables teams to discover, validate, version, and reuse agents instead of rebuilding from scratch.
| Custom AI Stack | Cloud-Native AI Services | BMC | |
|---|---|---|---|
| Operating model | Assembled team by team | Strong inside one cloud | Unified enterprise foundation |
| Governance | Inconsistently defined in code and process | Platform controls, limited to that environment | Policy-controlled runtime-governance enforced in execution |
| Observability | Logs if configured; fragmented by stack | Native visibility in-cloud | Full auditability across agents, tools, models, SLAs, and environments |
| Reuse | Local to one team or project | Local to one ecosystem | Registry and catalog for governed enterprise reuse |
| Production control | Recovery and dependency logic built manually | Partial, and environment specific | Dependencies retries, recovery, and operational discipline build in |
| Deployment | Flexible but complex to govern | Cloud-native bias | On-premises, cloud, and hybrid |
Governance, orchestration, and observability—built into Control-M from the start
Agent Studio
Build and manage domain-specific agents with policy-aligned templates, identity and scope controls, human-in-the-loop design, and full lifecycle management. Governance is built in at creation—not added later.
Agent Gateway
One policy-controlled runtime routes all agent activity. Model routing, cost controls, safety enforcement, token metering, and audit trails are enforced at runtime—across every agent, every time.
Agent Registry & Catalog
A governed system of record keeps agents validated, versioned, discoverable, and reusable across teams and product lines. Provenance and collaboration protocols prevent one-off sprawl.
Agent Orchestration
Coordinate multiple agents across domains with structured task decomposition, event-driven execution, secure cross-system actions, and both rules-based and LLM-based reasoning.
RAG & Knowledge Services
Agents retrieve information through access-controlled knowledge objects with auditable citations—working from governed context, not assumptions.
Agent Studio
Build and manage domain-specific agents with policy-aligned templates, identity and scope controls, human-in-the-loop design, and full lifecycle management. Governance is built in at creation—not added later.
Agent Gateway
One policy-controlled runtime routes all agent activity. Model routing, cost controls, safety enforcement, token metering, and audit trails are enforced at runtime—across every agent, every time.
Agent Registry & Catalog
A governed system of record keeps agents validated, versioned, discoverable, and reusable across teams and product lines. Provenance and collaboration protocols prevent one-off sprawl.
Agent Orchestration
Coordinate multiple agents across domains with structured task decomposition, event-driven execution, secure cross-system actions, and both rules-based and LLM-based reasoning.
RAG & Knowledge Services
Agents retrieve information through access-controlled knowledge objects with auditable citations—working from governed context, not assumptions.
Cross-domain operations
When incidents spike across systems, enterprises need agents that diagnose, triage, and coordinate response within defined guardrails—so operations teams protect service levels without losing control.
Finance and period close
When close cycles depend on data validation, reconciliation, and exception handling, enterprises need agents that coordinate tasks, surface issues, and keep processes observable and recoverable.
Data and pipeline operations
When upstream changes affect downstream workflows, enterprises need agents that detect changes, re-orchestrate dependent steps, and prevent silent failures.
Compliance and evidence workflows
When regulatory or audit deadlines approach, enterprises need agents that gather, validate, and package evidence with full traceability and policy control.
Control-M provides agility and guarantee in the execution of processes. In my view, it is the company's most effective tool, processing all critical missions for clients. Any deviation, even if not due to Control-M, is capable of detecting it, making recovery much faster.
Jorge Suzano, Support Specialist at TIVIT
Information Technology & Services
201-500 employees
Due to various integrations with different APIs, we have great possibilities for new products and solutions.
Rafael Modesto, Especialista Control-M at Cielo
Banking
1001-5000 employees
A very effective tool for orchestration, routine automation, and extraction of compiled reports...
Erika Chamberlino, Analista at Bradesco Seguros
Banking
10,001+ employees
Control-M is the best automation tool I've ever used on the market. Its versatility in connecting to many platforms helps with day-to-day work.
Verified Reviewer
Banking
5001-10,000 employees
I use this tool daily and wouldn't consider using anything else.
Leonardo Bergamin, Estagiário em Analise de Produção at Bradesco S.A
Banking
10,001+ employees
Simple to learn different functions in batch job scheduling and administrations. Efficiency in monitoring and trouble shooting.
Verified Reviewer
Business Supplies & Equipment
1001-5000 employees
Control-M has demonstrated a positive ROI by enabling significant cost savings, improving service delivery speed and accuracy, and facilitating business expansion through automation and streamlined processes.
Verified Reviewer
Transportation/Trucking/Railroad
5001-10,000 employees
I have used the product for over 20+ years. It is the best.
George Thorn, Control-M Consultant at Robert Mark Technologies
Information Technology & Services
11-50 employees
Control-M stands out in the workload automation space for its robust orchestration capabilities, especially in complex, hybrid IT environmentsActiveBatch: Known for its rich integrations and intuitive workflow desig
Verified Reviewer
Banking
10,001+ employees
Enhanced Control-M Automation API continues to evolve to give customers all the control and ownership they need to accelerate application delivery.
Verified Reviewer
Banking
10,001+ employees
To automate the daily BAU tasks so that we can save many number of MAN hours, at the same time to transfer any data securely the MFT control module plays a crucial role.
Venkata Ramesh Nalapati, Control-M Administrator at SAB
Banking
5001-10,000 employees
Without the use of Control-M's automation our IT Department would be tasked with executing multiple scripts/tasks all day and night. That would NOT be efficient!
Jamie Adelglass, Manager Business Intelligence Systems at BBU INC
Consumer Goods
10,001+ employees
Very stable product and very good Support Org.
Verified Reviewer
Insurance
501-1000 employees
With Control-M we are able to monitor major part of our critical batches. Our production is optimized and execution planning is shared with all stakeholders.
Verified Reviewer
Facilities Services
10,001+ employees
We use Control-M to automate tasks on a schedule. This product has given us a central place to monitor jobs visually instead of going to each server to monitor Windows Scheduled tasks. This also lets non-admins run jobs as a self-service as well as be able to load balance tasks and Control-M servers.
Verified Reviewer
Utilities
501-1000 employees
It’s well suited for what it’s designed for: workload automation. Honestly, it excels at this. Head and shoulders above other tools out there in my opinion.
Verified Reviewer
Utilities
1001-5000 employees
Loving Control-M for 24 years and counting
Verified Reviewer
Information Technology & Services
10,001+ employees
Cost Savings - by automating manual tasks we're able to reduce man-hours and be more accurate
Verified Reviewer
Information Technology & Services
10,001+ employees
Everything goes through Control-M. Today, we execute over 200,000 jobs in Control-M. Besides being impossible to execute this manually, Control-M prevents operational errors.
Verified Reviewer
Financial Services
1001-5000 employees
Control-M is used for job automation and coordination across many multiple applications and infra environments globally. This ensures dependencies are addressed, allows quick notification on failure and pinpoints where that failure is, and ensures jobs can be re-run when needed
Verified Reviewer
Entertainment
10,001+ employees
Allowed single automation platform rather than multiple team dependent or location dependent tools
Verified Reviewer
Entertainment
10,001+ employees
I have worked with other job schedulers and Control-M had led the market since its introduction. The user-friendly GUI not only provides ease of use for the users, but also for the support teams.
Verified Reviewer
Insurance
501-1000 employees
Control-M by far is the leader in this industry. The ease of use of the product and the ability to get others up to speed on using the product because of this is great.
Verified Reviewer
Hospitality
10,001+ employees
Previously we used to run our workload in CA workload automation but it was not implemented right, then we decided to have a more robust tool with a good partner for implementation.
Rafael Ferreira da Silva, Solution Architect at Banpara
Banking
1001-5000 employees
Control-M is still the future!
Verified Reviewer
Information Technology & Services
51-200 employees
Control-M has given us the benefit of working with external agencies through its managed file transfer system. This has enabled us to work beyond our previous scope of work and brought the ability to bring us to the next level.
Pat Byrne, Higher Executive Officer at Dept Social Protection
Government Administration
5001-10,000 employees
I started working with Control-M in 1996, and even though I stepped away from it for 10 years, I have seen continuous improvements. While checking the market for alternatives to Control-M, I have seen that there is nothing comparable.
Verified Reviewer
Furniture
10,001+ employees
Control-M has excellent features to integrate with other applications via Control Modules.
Verified Reviewer
Banking
10,001+ employees
Frameworks help create agents. Agentic orchestration governs how those agents run across enterprise systems, teams, and workflows—with runtime control, observability, reuse, and recovery built in.
Every agent runs within defined identity, scope, and tool-access permissions—set at authoring time and enforced at runtime through a policy-controlled gateway.
Agent-driven workflows run with the same production discipline as any enterprise workload: dependency awareness, retry logic, alerting, and recovery.
Full visibility into actions, tool calls, model usage, costs, outcomes, and SLA performance—so enterprises can understand what happened, demonstrate compliance, and improve over time.
A governed registry and catalog keep agents validated, versioned, discovered, and reused across business units—eliminating isolated one-offs.
On-premises, cloud, and hybrid.
No. Control-M is flagship operational proof within the broader BMC platform—not something customers need to replace.
Frameworks help create agents. Agentic orchestration governs how those agents run across enterprise systems, teams, and workflows—with runtime control, observability, reuse, and recovery built in.
Every agent runs within defined identity, scope, and tool-access permissions—set at authoring time and enforced at runtime through a policy-controlled gateway.
Agent-driven workflows run with the same production discipline as any enterprise workload: dependency awareness, retry logic, alerting, and recovery.
Full visibility into actions, tool calls, model usage, costs, outcomes, and SLA performance—so enterprises can understand what happened, demonstrate compliance, and improve over time.
A governed registry and catalog keep agents validated, versioned, discovered, and reused across business units—eliminating isolated one-offs.
On-premises, cloud, and hybrid.
No. Control-M is flagship operational proof within the broader BMC platform—not something customers need to replace.
Discuss your architecture, integrations, and workflow dependencies to see how Control-M fits into your environment.
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